{"id":"W3168308064","doi":"10.1051/0004-6361/202141556","title":"<i>Euclid</i> preparation","year":2021,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Staatssekretariat für Bildung, Forschung und Innovation; Norsk Romsenter; European Space Agency; Agenzia Spaziale Italiana; Ministero dell’Istruzione, dell’Università e della Ricerca; Horizon 2020 Framework Programme; Agenția Spațială Română; Academy of Finland; Centre National d’Etudes Spatiales; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Commission; National Aeronautics and Space Administration; Ministerio de Ciencia, Innovación y Universidades; Fundação para a Ciência e a Tecnologia; Dipartimenti di Eccellenza; UK Research and Innovation","keywords":"Cosmic microwave background; Dark energy; Physics; Theoretical physics; Cosmic background radiation; Lambda-CDM model; Cosmology; Redshift; Curvature; Astrophysics; Statistical physics; Galaxy; Quantum mechanics; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003431226,0.0001073316,0.0001205378,0.00001359861,0.0001672283,0.00005093406,0.00004405674,0.00001914419,0.0002273274],"category_scores_gemma":[0.000002040646,0.0001144517,0.00005396283,0.00008261896,0.00006496321,0.0001764529,0.00004731589,0.00009793585,0.00004910647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004116821,"about_ca_system_score_gemma":0.00005094401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008981787,"about_ca_topic_score_gemma":9.049267e-7,"domain_scores_codex":[0.9994299,0.00004000023,0.0001219191,0.0002004273,0.00005149759,0.0001562376],"domain_scores_gemma":[0.9996471,0.00003810126,0.00005379509,0.0001458815,0.00005991085,0.000055187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002491483,0.0001028889,0.03655747,0.000003961432,0.00007774643,0.000002035142,0.0003090891,0.00006742968,0.001403939,0.6421481,0.0005192781,0.3187832],"study_design_scores_gemma":[0.001458921,0.0001960627,0.02931829,0.00002651471,0.0001233562,0.000008030113,0.002989786,0.00004165268,0.05595753,0.5843741,0.3249298,0.0005759093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.495657,0.0000441612,0.4989713,0.0002636565,0.0001396452,0.00006707985,0.00003724316,0.00002822079,0.004791714],"genre_scores_gemma":[0.9573848,5.112307e-7,0.0413107,0.00006193209,0.0002547892,0.00001377929,0.0001494959,0.000008289439,0.0008157705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4617277,"threshold_uncertainty_score":0.4667205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005121229625293714,"score_gpt":0.2301666704891482,"score_spread":0.2250454408638545,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}